Run
1833263

Run 1833263

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 19-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_pfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.8757
Per class
Confusion matrix
F measure
0.8773
Per class
Kappa
0.7517
KB relative information score
754684
Mean absolute error
0.1227
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8773
Per class
Predictive accuracy
0.8773
Prior entropy
1
Recall
0.8773
Per class
Relative absolute error
0.2453
Root mean prior squared error
0.5
Root mean squared error
0.3502
Root relative squared error
0.7005